The Human Signals AI Can’t Fake

A good friend of mine who was a blogger when running a blog was cool in 2009 (we now name them creators and influencers) was attending the identical convention.

He mentioned to me let’s seize a quiet nook and let me interview you and seize your story and discover out why you began a weblog on social media and the way it has modified your life. 

I then requested him this query which I bear in mind at the moment.

“Why would anybody need to hear my story and why would they care? “ 

We went to a lobby upstairs with the music nonetheless pumping beneath and he began to interview me utilizing his iPhone. It took 6 minutes and he later uploaded it to YouTube. That interview remains to be there 12 years later:

My first profession was a highschool instructor and the coaching was all about easy methods to educate and share data for younger folks to be taught. The objective and our coaching was to tell and educate. However there was no coaching to be a storyteller as a instructor. However I’ve found that tales are way more memorable than data. 

And educating younger minds and serving to them to develop means we have to educate extra with tales and fewer with data. 

And that’s a part of the story of why I created the sign stack framework. 

To be taught to create and share human tales that educate classes and supply inspiration so you may stand out in a world that’s stuffed up with non human and AI slop.

Ai can present data at scale. However it may’t educate with tales that stick.

Why I Constructed the Human Sign Stack

I spent 17 years constructing one of many world’s most-read digital advertising and social media blogs. 33 million readers. 190 nations. 

I watched the platforms rise. I watched them activate us. And there have been 3 phases: 

1. First, Fb throttled natural attain. 
2. Then Google launched snippets that answered questions with out sending site visitors. 
3. Now AI generates content material at scale that floods each feed and each search outcome with noise that appears like sign.

The web doesn’t have a content material downside. It has a human signal downside.

I stored asking the identical questions: 

• What makes the writers price studying not possible to pretend? 
• What’s the widespread thread between the individuals who lower by and never with quantity, not with web optimization, not with algorithmic tips however with one thing that lands within the chest of the reader and stays there?

The reply turned the Human Sign Stack.

That framework?

Six layers. Three are the foundations. Three are the activation.

Most creators use one.

Those you can’t cease studying stack all of them.

The Human Sign Stack Framework

Every layer represents a dimension of human sign that AI can not manufacture. 

• The Basis layers are constructed first, they outline who you might be and what you recognize.
• The Activation layers are how that sign reaches the world.

The diagnostic query that sits over each layer:

“Might an AI have written this? If sure and you can’t level to one thing that makes it irreducibly yours then it’s noise, not sign.”

5 People Who Activate the Full Human Sign Stack

These will not be excellent content material creators. They’re people who’ve constructed one thing AI can not replicate: a perspective so particular, so lived, and so earned that their work is immediately recognisable and not possible to pretend.

For every, I map their dominant indicators, the real-world affect these indicators have generated, and the one transfer that defines their human sign.

1. Scott Galloway

NYU Professor · Pivot Podcast · No Mercy / No Malice Publication

Scott Galloway is a professor of promoting at NYU Stern College of Enterprise, serial entrepreneur, and probably the most widely-read voices on enterprise and know-how. 

He constructed and offered a number of corporations, together with L2 Inc., a enterprise intelligence agency acquired by Gartner. 

He hosts the Prof G Pod and Pivot podcasts, writes the No Mercy / No Malice e-newsletter to over 500,000 subscribers, and has written a number of New York Occasions bestselling books. He’s recognized for taking advanced financial information and turning it into ethical verdicts which might be delivered with the fad of somebody who remembers what it felt wish to be on the skin.

How Scott scores on the 6 parts on the human sign stack. 

Sign Scores

• Identification: 9/10 — The outsider who made it. Fatherless. Scrappy. Completely offended at techniques that exclude.
• Story: 9/10 — Information by no means arrives bare. All the time inside a story with villain, sufferer, verdict.
• Experience: 9/10 — 30 years of brand name technique, economics, and enterprise schooling.
• Proof: 10/10 — NYU tenure, profitable exits, L2 Inc., public prediction observe file.
• Interplay: 7/10 — Engages selectively however memorably on social.
• Group: 8/10 — Loyal, vocal, opinionated viewers that treats his e-newsletter as important.

Dominant Alerts

Galloway’s superpower is activating three layers concurrently. 

1. He takes a knowledge level and a market cap, a demographic chart and turns it into an ethical verdict. The information arrives inside a story. T
2. There may be all the time a villain (a system), a sufferer (often the younger or the poor), 
3. And a verdict delivered with the fad of somebody who remembers being excluded.

Beneath all of it: the absent father. The concern of irrelevance. The outsider’s wound. He doesn’t cover it. He leads with it.

“Your view of AI is straight correlated to your wealth. The one cohort with a constructive view of AI is folks incomes over $200,000.”

That isn’t journalism. That may be a ethical argument wearing information. It required his particular historical past to put in writing.

The Numbers

None of it was constructed by web optimization. 

None of it constructed by algorithmic optimisation. 

It was constructed completely on the again of 1 man’s opinion, delivered weekly, for years. A number of New York Occasions bestselling books. The Prof G Pod publishing each day by the Vox Media community.

The sign that did it: information weaponised by ethical outrage, delivered inside a narrative with a wound beneath it.

The One Transfer That Defines His Stack

He makes use of his wound as his weapon. The non-public historical past doesn’t distract from the argument. It’s the argument. The information lands more durable due to the human beneath it.

2. Rand Fishkin

Founding father of SparkToro · Former CEO of Moz · SparkToro Weekly

Rand Fishkin is the founding father of SparkToro, an viewers analysis platform, and the previous CEO of Moz, the corporate he constructed into probably the most trusted names in web optimization. 

He left Moz in 2018 and wrote publicly concerning the expertise in his ebook Misplaced and Founder,  a uncommon act of transparency in a tech tradition that rewards the parable of the sleek exit. 

He now publishes analysis that constantly challenges what the advertising business assumes to be true. 

His most cited discovering? “that AI drives simply 1.08% of internet site visitors”

That modified how 1000’s of entrepreneurs take into consideration the place to speculate their consideration

How Rand scores on the 6 parts on the human sign stack. 

Sign Scores

• Identification: 8/10 — The insider who bought burned by the system he helped construct.
• Story: 6/10 — Sparse storytelling. He lets information carry the load.
• Experience: 10/10 — 20 years of web optimization, viewers analysis, site visitors evaluation. No equal.
• Proof: 10/10 — SparkToro information, printed analysis, the Moz observe file.
• Interplay: 8/10 — Actively debates, responds, engages with critics publicly.
• Group: 7/10 — Smaller however intensely engaged skilled viewers.

Dominant Alerts

Fishkin’s superpower is counter-consensus proof. He finds the quantity everybody ignored. His submit displaying AI sends simply 1.08% of internet site visitors modified how 1000’s of entrepreneurs take into consideration their technique. Whereas the business chased AI visibility, Rand counted the precise clicks.

However the information lands due to what sits beneath it. He misplaced the corporate he constructed, Moz and wrote about it publicly and in painful element. 

Mental honesty that has already value him one thing is the inspiration every thing else rests on.

“While you publish information that contradicts what your shoppers need to hear, and you’ve got already paid the value for being flawed in public earlier than, folks consider you.”

His prior vulnerability is the credibility infrastructure for every thing he publishes now.

The Numbers

His most cited submit reshaped how 1000’s of entrepreneurs take into consideration their technique. No promoting. No PR. Only a counter-consensus quantity printed with mental honesty and shared as a result of it was true. SparkToro runs profitably on a small group — loyalty because the enterprise mannequin.

The sign that did it: counter-consensus proof backed by a previous vulnerability that made the honesty credible.

The One Transfer That Defines His Stack

He weaponises the counter-intuitive information level. Not the info that confirms what everybody thinks. The quantity that breaks the consensus. That transfer requires the braveness to be publicly flawed — a braveness his historical past has already demonstrated.

3. Brené Brown

Analysis Professor at College of Houston · Writer of Daring Significantly · Dare to Lead

Brené Brown is a analysis professor on the College of Houston who has spent greater than 20 years learning disgrace, vulnerability, braveness, and connection. 

Her 2010 TED Speak, The Energy of Vulnerability, has been considered practically 60 million occasions on the TED web site alone, making it probably the most watched talks in TED historical past. She has written six New York Occasions bestselling books, hosted a Netflix particular, and constructed probably the most loyal communities in private growth. 

What units her aside is just not the analysis itself however what she did with it as she put herself contained in the examine, made herself the info, and printed the outcomes.

How Brene Brown scores on the 6 parts on the human sign stack. 

Sign Scores

• Identification: 10/10 — The researcher who turned the topic. That’s each her skilled identification and her private story.
• Story: 9/10 — The breakdown in the course of her personal vulnerability analysis is her defining origin fable.
• Experience: 9/10 — 20 years of qualitative analysis on disgrace, braveness, and connection.
• Proof: 9/10 — Educational publications, bestselling books, TED talks with 60M+ views.
• Interplay: 8/10 — Deep engagement by workshops, podcast, and group.
• Group: 9/10 — Some of the loyal communities in private growth.

Dominant Alerts

Brown prompts the rarest layer of the Human Sign Stack. She didn’t simply examine vulnerability. She made herself the info.

Twenty years of qualitative analysis on disgrace and braveness — then a breakdown in the course of her personal work — then the choice to publish it. That isn’t confessional vulnerability like Galloway’s. That’s methodological vulnerability. The researcher turned the topic.

When she writes about disgrace, the reader doesn’t really feel lectured. They really feel discovered.

“Vulnerability is just not weak spot. It’s our biggest measure of braveness. I do know this as a result of I spent a decade making an attempt to keep away from it — and the info finally discovered me.”

No AI will ever write that sentence. And have it’s true.

The Numbers

All of it flows from one resolution made in the course of a analysis venture: to make herself the info. A Netflix particular. An HBO Max docuseries. Two podcasts with hundreds of thousands of downloads. The numbers are the compound curiosity on a single act of methodological braveness.

The sign that did it: the researcher turned the topic. The examine turned the memoir.

The One Transfer That Defines Her Stack

She inverted the conventional relationship between researcher and topic. By placing herself contained in the examine, she collapsed the space between the tutorial and the human. The methodology turned the memoir. The information turned private. The non-public turned common.

4. Morgan Housel

Writer of The Psychology of Cash · Accomplice at Collaborative Fund

Morgan Housel is a companion at Collaborative Fund and the creator of The Psychology of Cash, which has offered over 12 million copies and been translated into greater than 60 languages. 

Each main US writer handed on the ebook earlier than it discovered a house and it went on to develop into one of many bestselling monetary titles of the final decade. He’s a two-time winner of the Greatest in Enterprise Award from the Society of American Enterprise Editors and Writers, and MarketWatch has named him one of many 50 most influential folks in markets. 

He writes about cash the way in which a poet writes about loss by approaching it sideways, by story, and discovering the human fact hiding contained in the numbers.

How Morgan scores on the 6 parts on the human sign stack. 

Sign Scores

• Identification: 8/10 — The quiet contrarian. Anti-complexity. Anti-performance. Professional-simplicity in a world rewarding noise.
• Story: 10/10 — His highest layer. He finds the human fact hiding inside a monetary chart.
• Experience: 9/10 — Deep data of economic historical past, behavioural economics, funding psychology.
• Proof: 8/10 — The Psychology of Cash. The observe file is the proof.
• Interplay: 6/10 — Selective. Chooses depth over quantity.
• Group: 7/10 — Quietly large. Readers share his work the way in which they share a discovery.

Dominant Alerts

Housel writes about cash however by no means about cash. He writes about concern. About time. In regards to the tales we inform ourselves when the market drops and we panic at 3am.

His sign is restraint as a type of respect. Every bit has one picture, one story, one concept. No padding. No caveats. No content material framework seen by the prose. He trusts the reader to comply with a single concept to its finish — and that belief is itself a human sign.

“A very powerful monetary resolution you make is just not which shares to purchase. It’s the way you behave when you’re scared.”

That sentence required many years of watching how people behave underneath monetary stress to put in writing with that authority.

The Numbers

Each US writer handed on The Psychology of Cash earlier than it discovered its house. It went on to develop into one of many bestselling monetary books of the final decade. No e-newsletter hacks. No content material calendar. No development technique. Only one concept per piece, pursued with restraint and belief within the reader.

The sign that did it: story because the automobile for the human fact hiding inside a monetary chart.

The One Transfer That Defines His Stack

He finds the human fact hiding inside a quantity. The chart turns into the automobile for a narrative about concern, time, or identification. Information with out story is a report. Housel by no means writes experiences. He writes about what the info reveals about being human.

5. Heather Cox Richardson

Professor of Historical past at Boston Faculty · Writer of Letters from an American

Heather Cox Richardson is a professor of historical past at Boston Faculty and the creator of Letters from an American, a nightly e-newsletter that has grown to greater than 3 million Substack subscribers. 

That is making her the most-subscribed particular person creator on the platform. She has written seven books on American political historical past and was named to the TIME100 Creators checklist in 2025. She started writing her e-newsletter in 2019 as a historian making an attempt to assist readers perceive present occasions by the lens of the previous. 

She has by no means optimised for an algorithm. She has merely proven up, each day, with forty years of amassed perspective behind each sentence — and let that be sufficient.

How Heather scores on the 6 parts on the human sign stack. 

Sign Scores

• Identification: 9/10 — The historian who refuses to let the current overlook the previous. Her identification is her archive.
• Story: 7/10 — Her storytelling is contextual reasonably than private. She narrates historical past, not memoir.
• Experience: 10/10 — 40 years of immersion in American political historical past. Irreplaceable archive.
• Proof: 9/10 — Educational publications, a number of books, 3M+ Substack subscribers.
• Interplay: 8/10 — Posts near-daily. Hosts dwell Fb Q&A classes. Builds sustained relationship.
• Group: 9/10 — Probably the most-subscribed particular person creator on Substack.

Dominant Alerts

Richardson’s sign is amassed weight. She doesn’t clarify occasions. She contextualises them. She says: here’s what occurred earlier than, and here’s what this second means inside that longer story.

That’s solely potential with 40 years of dwelling inside American historical past as a scholar. AI can entry the identical historic file. It doesn’t carry the identical sense of ethical urgency constructed from watching the identical argument repeat throughout two centuries.

“The historical past of the USA has all the time been a wrestle between those that need to focus energy and those that need to distribute it. Immediately is just not completely different. It’s a continuation.”

That sentence is just not data. It’s a verdict delivered from forty years of sample recognition.

The Numbers

She began in 2019 as a historian making an attempt to assist folks perceive American politics. She has by no means written for algorithms. She has by no means optimised for web optimization. She has merely proven up, each day, with 40 years of amassed perspective behind each sentence. The result’s the most important particular person e-newsletter on the web.

The sign that did it: amassed experience as ethical weight. The previous arriving inside the current, each day.

The One Transfer That Defines Her Stack

She delivers at the moment’s information with the load of historical past behind it. Each occasion arrives carrying its ancestors. That amassed perspective is her moat — and it can’t be replicated by coaching on information. It requires dwelling inside a self-discipline lengthy sufficient that the patterns develop into intuition.

The Numbers Don’t Lie

There’s a query sceptics all the time ask. Does this truly work? The reply is within the information. These 5 people constructed their human sign earlier than AI made it mandatory. Here’s what it compounded into.

What the mixed numbers show

• 3M+ Substack subscribers: Richardson alone, the most-subscribed particular person on the platform
• 500K+ e-newsletter subscribers: Galloway, constructed on opinion and outrage, not web optimization
• 60 million TED Speak views: Brown, from one act of methodological braveness in a analysis venture
• 12 million+ books offered: Housel, rejected by each US writer earlier than it turned a basic
• 1.08% AI site visitors stat: Fishkin, one counter-consensus quantity that reshaped an business

None of them optimised for AI search. 

None of them chased zero-click impressions. 

None of them printed AI slop and hoped for site visitors.

They constructed human sign first. The viewers adopted.

That isn’t a coincidence. That’s the compounding impact of the lived life, printed over years.

“The query is just not whether or not this strategy works. The information solutions that. The query is whether or not you might be prepared to do what they did. Present the wound. Publish the counter-consensus quantity. Make your self the info. Inform the story solely you may inform.”

What All 5 Have in Frequent

Research these 5 lengthy sufficient and a sample emerges. Not a formulation. A fingerprint.

1. They interpret, not simply report

Information is in all places. That means is scarce. These people flip one into the opposite. They don’t describe what occurred. They inform you what it means — filtered by a particular identification that has earned the proper to interpret.

2. They’ve pores and skin within the recreation

Housel lives his monetary philosophy. Brown was the topic of her personal analysis. Fishkin misplaced the corporate he constructed. The writing is just not separate from the life. It’s the life, reported again.

3. They title the villain and it’s all the time a system

The algorithm. The eye financial system. Concentrated energy. The parable of economic complexity. By no means an individual. All the time a construction. That takes extra braveness than calling somebody out. It requires truly understanding the mechanism.

4. They danger being flawed in public

Galloway is flawed recurrently. He says so loudly and with out apology. Fishkin publishes information that contradicts what shoppers need to hear. That honesty — that willingness to make a name and personal the outcome — is the belief sign. Not the accuracy. The braveness.

5. They carry their historical past into every bit

Richardson’s 40 years of scholarship. Brown’s 20 years of vulnerability analysis. Fishkin’s decade of constructing and dropping Moz. Housel’s years of watching people behave badly underneath monetary stress. That amassed perspective is the moat. It can’t be replicated by coaching information.

6. They write to remodel, to not inform

Not here’s what occurred. However here’s what it means for you, sitting the place you might be, considering what you might be considering proper now. The reader doesn’t simply perceive one thing new. They see one thing in a different way.

How To Construct Your Human Sign Stack

The deepest irony of the AI period: one of the best ways to create content material AI can not replicate is to make use of AI to excavate your individual irreplaceable humanity.

AI is just not the risk to your sign. AI slop (content material created with out human sign) is the risk. The method beneath makes use of AI because the excavation device, not the alternative.

All the time begin with identification. All the pieces else flows from there.

The Golden Rule of Human Sign Content material

“Use AI to scale your sign. By no means use it to switch it. Feed your Identification Report, your tales, and your proof into every bit you create. AI handles analysis, construction, and scale. You present the one factor it can not manufacture: the lived life behind the argument.”

The Closing Diagnostic

Earlier than you publish something, ask your self one query. Might an AI have written this?

If sure, and you can’t level to one thing particular that makes it irreducibly yours, 

It’s simply noise. Not sign.

The query is just not whether or not AI can write. It may well.

The query is whether or not it has lived.

It hasn’t? 

The one aggressive benefit that compounds?

The lived life.

The earned opinion.

The story that might solely have come from you.